{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "import cartopy.feature as cfeat\n",
    "from cartopy.io.shapereader import Reader\n",
    "from osgeo import gdal\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### cartopy投影\n",
    "1. 等距离圆柱投影（默认投影）\n",
    "2. 阿尔伯斯等面积投影\n",
    "3. 等角度圆柱投影（墨卡托投影）\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.axis.YTick at 0x17ffaf3ae50>,\n",
       " <matplotlib.axis.YTick at 0x17ffaf3a7f0>,\n",
       " <matplotlib.axis.YTick at 0x17ffaf30d00>,\n",
       " <matplotlib.axis.YTick at 0x17ff7d28ee0>,\n",
       " <matplotlib.axis.YTick at 0x17ff7d2c9d0>,\n",
       " <matplotlib.axis.YTick at 0x17ff7d314c0>,\n",
       " <matplotlib.axis.YTick at 0x17ff7d31f70>]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "proj=ccrs.PlateCarree()\n",
    "fig=plt.figure(figsize=(6,6))\n",
    "ax_geo=fig.add_subplot(1,1,1,projection=proj)\n",
    "ax_geo.add_feature(cfeat.COASTLINE)\n",
    "ax_geo.gridlines(linestyle='--',color='grey')##添加格网，可设置线样式和颜色\n",
    "x_ticks=[-180,-120,-60,0,60,120,180]\n",
    "ax_geo.set_xticks(x_ticks)\n",
    "y_ticks=[-90,-60,-30,0,30,60,90]\n",
    "ax_geo.set_yticks(y_ticks)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mercator')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "proj_1=ccrs.PlateCarree()\n",
    "proj_2=ccrs.AlbersEqualArea()\n",
    "proj_3=ccrs.Mercator()\n",
    "fig=plt.figure(figsize=(12,3))\n",
    "ax_geo_1=fig.add_subplot(1,3,1,projection=proj_1)\n",
    "ax_geo_1.add_feature(cfeat.COASTLINE)\n",
    "ax_geo_1.set_title('PlateCarree')\n",
    "\n",
    "ax_geo_2=fig.add_subplot(1,3,2,projection=proj_2)\n",
    "ax_geo_2.add_feature(cfeat.COASTLINE)\n",
    "ax_geo_2.set_title('AlbersEqualArea')\n",
    "\n",
    "\n",
    "ax_geo_3=fig.add_subplot(1,3,3,projection=proj_3)\n",
    "ax_geo_3.add_feature(cfeat.COASTLINE)\n",
    "ax_geo_3.set_title('Mercator')\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 添加地理要素\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.gridliner.Gridliner at 0x17ff7e37b80>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(6,6))\n",
    "ax_geo=fig.add_subplot(1,1,1,projection=proj)\n",
    "ax_geo.add_feature(cfeat.COASTLINE)\n",
    "ax_geo.add_feature(cfeat.LAND)\n",
    "ax_geo.add_feature(cfeat.OCEAN)\n",
    "ax_geo.add_feature(cfeat.RIVERS, edgecolor='red')\n",
    "\n",
    "##设置子图显示范围\n",
    "ax_geo.set_extent([70,130,10,50])\n",
    "x_ticks=[60,80,100,120]\n",
    "y_ticks=[10,20,30,40,50]\n",
    "ax_geo.set_xticks(x_ticks)\n",
    "ax_geo.set_yticks(y_ticks)\n",
    "ax_geo.gridlines(linestyle='--',color='grey')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 利用cartopy进行gis数据可视化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "from osgeo import gdal\n",
    "from cartopy.io.shapereader import Reader\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 矢量数据可视化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "path_kunming=\"D:\\Lenovo\\Desktop\\云南大学\\开源地理信息系统\\output\\Kunming_district.shp\"\n",
    "proj = ccrs.PlateCarree()\n",
    "kunming_geo = Reader(path_kunming).geometries()   ### 读入矢量\n",
    "kunming_cfeat = cfeat.ShapelyFeature(kunming_geo, proj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.axis.YTick at 0x17fff7e0580>,\n",
       " <matplotlib.axis.YTick at 0x17fff7daee0>,\n",
       " <matplotlib.axis.YTick at 0x17ffce24280>,\n",
       " <matplotlib.axis.YTick at 0x17fff7ee8e0>,\n",
       " <matplotlib.axis.YTick at 0x17fff717dc0>,\n",
       " <matplotlib.axis.YTick at 0x17fff71c8b0>]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(6,6))\n",
    "ax_geo=fig.add_subplot(111,projection=proj)\n",
    "ax_geo.set_extent([101,105,24,27])\n",
    "ax_geo.add_feature(cfeat.LAND)\n",
    "ax_geo.add_feature(kunming_cfeat,facecolor='green',edgecolor='blue',linewidth=0.5)\n",
    "x_ticks=[101,103,105]\n",
    "y_ticks=[24.5,25,25.5,26,26.5,27]\n",
    "ax_geo.set_xticks(x_ticks)\n",
    "ax_geo.set_yticks(y_ticks)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 栅格数据可视化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3326, 3087, 3)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path_rsimg=\"D:\\Lenovo\\Desktop\\云南大学\\开源地理信息系统\\output\\Chenggong_Raster.tif\"\n",
    "ds_rsimg=gdal.Open(path_rsimg)\n",
    "array_rsimg=ds_rsimg.ReadAsArray()\n",
    "array_rsimg=array_rsimg.transpose(1,2,0)\n",
    "array_rsimg=np.clip(array_rsimg,0,2000)/2000\n",
    "array_rsimg.shape\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "ds_trans=ds_rsimg.GetGeoTransform()\n",
    "lon_min,lat_max=ds_trans[0],ds_trans[3]\n",
    "lon_max=lon_min+ds_trans[1]*ds_rsimg.RasterXSize\n",
    "lat_min=lat_max+ds_trans[5]*ds_rsimg.RasterYSize\n",
    "extent_rsimg=[lon_min,lon_max,lat_min,lat_max]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x17fff6e4370>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m在当前单元格或上一个单元格中执行代码时 Kernel 崩溃。请查看单元格中的代码，以确定故障的可能原因。有关详细信息，请单击 <a href='https://aka.ms/vscodeJupyterKernelCrash'>此处</a>。有关更多详细信息，请查看 Jupyter <a href='command:jupyter.viewOutput'>log</a>。"
     ]
    }
   ],
   "source": [
    "array_rsimg_ = np.clip(array_rsimg, 0, 2000)/2000\n",
    "array_rsimg_ = np.where(array_rsimg_==0, 1, array_rsimg_)\n",
    "fig=plt.figure(figsize=(6,6))\n",
    "ax_geo=fig.add_subplot(1,1,1,projection=proj)\n",
    "ax_geo.set_extent([101,105,24,27])\n",
    "ax_geo.add_feature(kunming_cfeat)\n",
    "ax_geo.imshow(array_rsimg_[:,:,0:3], extent=extent_rsimg)\n",
    "ax_geo.add_feature(kunming_cfeat, facecolor='none', edgecolor = 'red', linewidth=0.5)\n",
    "\n",
    "##设置格网与经纬度"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 课后练习\n",
    "利用cartopy对呈贡区遥感影像进行可视化，要求效果美观\n"
   ]
  }
 ],
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